{"id":"W2156378926","doi":"10.1109/pacrim.2007.4313181","title":"A Framework for Evaluating Video Transmission over Wireless Ad Hoc Networks","year":2007,"lang":"en","type":"article","venue":"","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Computer network; Optimized Link State Routing Protocol; Wireless Routing Protocol; Dynamic Source Routing; Ad hoc On-Demand Distance Vector Routing; Zone Routing Protocol; Wireless ad hoc network; Ad hoc wireless distribution service; Link-state routing protocol; Routing protocol; Distance-vector routing protocol; Distributed computing; Destination-Sequenced Distance Vector routing; Routing (electronic design automation); Wireless; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00194168,0.0002273242,0.0002483539,0.00007017635,0.0002286989,0.0001679867,0.0009186318,0.0002849165,0.0001172434],"category_scores_gemma":[0.00005519855,0.0001963024,0.0001611621,0.0005653516,0.00003418722,0.0003845136,0.0001478186,0.0003519985,0.0000125636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006930997,"about_ca_system_score_gemma":0.00005861021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004223929,"about_ca_topic_score_gemma":0.00001530644,"domain_scores_codex":[0.9976304,0.00006161031,0.0004490657,0.0006412531,0.0004505017,0.0007672231],"domain_scores_gemma":[0.9974134,0.001359065,0.0001319357,0.0007381242,0.0001169451,0.0002405455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005006263,0.00004184348,0.00007234308,0.00001483626,0.00001396607,0.00000532022,0.0002690957,0.004818582,0.0001764346,0.07275526,0.001552717,0.9202296],"study_design_scores_gemma":[0.0005356316,0.000234449,0.0007138113,0.0001370943,0.00001112218,0.000006106161,0.00001685341,0.9654955,0.0004698014,0.01940411,0.01268148,0.0002941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00671147,0.001432915,0.988843,0.0003291472,0.0006640263,0.0006857842,3.564677e-7,0.0003543336,0.0009790256],"genre_scores_gemma":[0.3117959,0.0000881759,0.6859425,0.001376669,0.0003319535,0.00006374946,0.000002684749,0.00002944199,0.0003688915],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9606768,"threshold_uncertainty_score":0.8004978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803110943730884,"score_gpt":0.3252073877126158,"score_spread":0.297176278275307,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}